User | rgba |
Upload Date | August 15 2024 08:21 PM |
Views | 5 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device | Google Tensor G3 |
System Information | |
---|---|
Operating System | Android 14 |
Model | Google Pixel 8 |
Model ID | Google Pixel 8 |
Motherboard | shiba |
Governor | sched_pixel |
CPU Information | |
---|---|
Name | ARM ARMv8 |
Topology | 1 Processor, 9 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3406 revision 0 |
Base Frequency | 1.70 GHz |
Cluster 1 | 4 Cores @ 1.70 GHz |
Cluster 2 | 4 Cores @ 2.37 GHz |
Cluster 3 | 1 Core @ 2.91 GHz |
Memory Information | |
---|---|
Size | 7.42 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
407
75.6 IPS |
|
Image Classification (HP)
|
100% |
383
71.1 IPS |
|
Image Classification (Q)
|
97% |
288
53.7 IPS |
|
Image Segmentation (SP)
|
100% |
885
14.3 IPS |
|
Image Segmentation (HP)
|
100% |
1009
16.4 IPS |
|
Image Segmentation (Q)
|
98% |
948
15.4 IPS |
|
Pose Estimation (SP)
|
100% |
477
0.56 IPS |
|
Pose Estimation (HP)
|
100% |
665
0.78 IPS |
|
Pose Estimation (Q)
|
96% |
661
0.77 IPS |
|
Object Detection (SP)
|
100% |
249
19.7 IPS |
|
Object Detection (HP)
|
100% |
293
23.2 IPS |
|
Object Detection (Q)
|
92% |
292
23.3 IPS |
|
Face Detection (SP)
|
100% |
1188
14.1 IPS |
|
Face Detection (HP)
|
100% |
1269
15.1 IPS |
|
Face Detection (Q)
|
97% |
1154
13.8 IPS |
|
Depth Estimation (SP)
|
100% |
951
7.33 IPS |
|
Depth Estimation (HP)
|
99% |
1084
8.35 IPS |
|
Depth Estimation (Q)
|
72% |
1019
8.44 IPS |
|
Style Transfer (SP)
|
100% |
2502
3.22 IPS |
|
Style Transfer (HP)
|
100% |
3299
4.24 IPS |
|
Style Transfer (Q)
|
98% |
3266
4.21 IPS |
|
Image Super-Resolution (SP)
|
100% |
467
17.2 IPS |
|
Image Super-Resolution (HP)
|
100% |
541
20.0 IPS |
|
Image Super-Resolution (Q)
|
97% |
551
20.4 IPS |
|
Text Classification (SP)
|
100% |
372
496.7 IPS |
|
Text Classification (HP)
|
100% |
367
489.8 IPS |
|
Text Classification (Q)
|
91% |
568
763.7 IPS |
|
Machine Translation (SP)
|
100% |
543
9.35 IPS |
|
Machine Translation (HP)
|
100% |
527
9.08 IPS |
|
Machine Translation (Q)
|
57% |
327
7.99 IPS |